Data-driven coordinated charging for electric vehicles with continuous charging rates: A deep policy gradient approach
In this article, we consider a parking lot that manages the charging processes of its parked
electric vehicles (EVs). Upon arrival, each EV requests a certain amount of energy. This …
electric vehicles (EVs). Upon arrival, each EV requests a certain amount of energy. This …
On charging scheduling optimization for a wirelessly charged electric bus system
The introduction of wirelessly charged electric buses (WCEBs) into current public
transportation system attracts many attentions in recent years. As the wireless charging …
transportation system attracts many attentions in recent years. As the wireless charging …
Optimal-cost scheduling of electrical vehicle charging under uncertainty
Electric vehicle (EV) charging stations are increasingly set up to meet the recharge demand
of EVs, and the stations equipped with local renewable energy generation need to optimize …
of EVs, and the stations equipped with local renewable energy generation need to optimize …
Peak-aware online economic dispatching for microgrids
Y Zhang, MH Hajiesmaili, M Chen - Proceedings of the 2015 ACM Sixth …, 2015 - dl.acm.org
By employing local renewable energy sources and power generation units while connected
to the central grid, microgrid can usher in great benefits in terms of cost efficiency, power …
to the central grid, microgrid can usher in great benefits in terms of cost efficiency, power …
Online station assignment for electric vehicle battery swapping
This paper investigates the online station assignment for (commercial) electric vehicles
(EVs) that request battery swapping from a central operator, ie, in the absence of future …
(EVs) that request battery swapping from a central operator, ie, in the absence of future …
Co-scheduling of HVAC control, EV charging and battery usage for building energy efficiency
Building stock consumes 40% of primary energy consumption in the United States. Among
various types of energy loads in buildings, HVAC (heating, ventilation, and air conditioning) …
various types of energy loads in buildings, HVAC (heating, ventilation, and air conditioning) …
Optimal online algorithms for peak-demand reduction maximization with energy storage
We consider an emerging scenario where large-load customers employ energy storage (eg,
fuel cells) to reduce the peak procurement from the grid, which accounts for up to 90% of …
fuel cells) to reduce the peak procurement from the grid, which accounts for up to 90% of …
On-line event-driven scheduling for electric vehicle charging via park-and-charge
Large-scale charging stations become indispensable infrastructure to support the rapid
proliferation of electric vehicles. Their operation modes have drawn great attention from both …
proliferation of electric vehicles. Their operation modes have drawn great attention from both …
Robust online algorithms for peak-minimizing EV charging under multistage uncertainty
In this paper, we study how to utilize forecasts to design online electrical vehicle (EV)
charging algorithms that can attain strong performance guarantees. We consider the …
charging algorithms that can attain strong performance guarantees. We consider the …
Peak-minimizing online EV charging: Price-of-uncertainty and algorithm robustification
We study competitive online algorithms for EV (electrical vehicle) charging under the
scenario of an aggregator serving a large number of EVs together with its background load …
scenario of an aggregator serving a large number of EVs together with its background load …